A Comprehensive Review of Machine Learning Approaches for Flood Depth Estimation by Bo Liu, Yingbing Li, Minyuan Ma, Bojun Mao

“…Abstract In the context of increasing frequency and impact of flood events, traditional methods for estimating flood depth have become insufficient to meet current demands, leading to a gradual shift toward machine learning approaches. …”
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A New Approach to Analyzing Ecological Problems: Planetary Boundaries by Mehmet Ali Çelik

“…Planetary boundaries examine environmental issues and climate change in a social context. Unlike radical ecology movements, this approach does not examine the current social, political, and economic structure against the ontology of green nature. …”
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Vertex models capturing subcellular scales in epithelial tissues. by Zoë Lange, Franziska Matthäus, Mingfeng Qiu

“…We address complementary models and statistical inference, putting vertex models in a broader methodological context and we give a brief overview of software packages utilized in increasingly complex vertex model studies. …”
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TEACHING FOREIGN LANGUAGES FOR PROFESSIONAL ORIENTATION AT UNIVERSITIES: MODERN TENDENCIES by Alla Durdas, Liliia Mostytska, Olga Kostenko, Olena Ovcharova

“…Multimedia, interactivity and the use of Internet technologies, messengers, tools and platforms for video communication have been stated as the main approaches to teaching foreign languages for professional purposes at universities in modern conditions; the importance of online communication, which is becoming increasingly relevant in the context of the COVID-19 pandemic has been emphasized. …”

Extracting Multifaceted Characteristics of Patients With Chronic Disease Comorbidity: Framework Development Using Large Language Models by Junyan Zhang, Junchen Zhou, Liqin Zhou, Zhichao Ba

“… BackgroundResearch on chronic multimorbidity has increasingly become a focal point with the aging of the population. …”
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Relationship between TyG-related index and hearing loss in people over 45 s in China by Chao Wang, Mengdi Shi, Liangzhen Xie, Chenhao Jiang, Yunxin Li, Jingxiao Li, Shulin Li, Yan Li

“…It and its derivatives such as the TyG-BMI index are currently able to reflect the degree of insulin resistance and are closely related to a variety of metabolic diseases. …”
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Bleomycin: A worthy alternative by Gursev Sandlas, Paras Kothari, Parag Karkera, Abhaya Gupta

“…Complications of the therapy were few and far between. 2 patients developed fever after injection, one patients reported a transient increase in size of swelling, 2 patients have developed discoloration of the overlying skin and are currently being followed up for final outcome. …”
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Research progress in intracranial artery dissections over past 25 years: a review and bibliometric analysis by Zixuan Zhou, Zixuan Zhou, Zixuan Zhou, Bingyang Qin, Yang Chen, Yang Chen, Yang Chen, Ren Li, Ren Li, Ren Li, Biao Yang, Biao Yang, Biao Yang, Ziao Li, Ziao Li, Ziao Li, Yongqiang Wu, Yongqiang Wu, Yongqiang Wu, Xiaogang Wang, Xiaogang Wang, Xiaogang Wang, Xiaolong Guo, Xiaolong Guo, Xiaolong Guo, Wenju Zhang, Wenju Zhang, Wenju Zhang, Yuanli Zhao, Geng Guo, Geng Guo, Geng Guo, Geng Guo, Geng Guo

“…Keyword analysis of the literature showed that “recanalization “reached the highest intensity of outbreaks, while “thrombectomy “,” outcome “, “risk “, and “diagnosis “showed an increase in citations in 2025, indicating that these subjects continue to be of significant interest.ConclusionThis study explores the evolving research trends and challenges in the area of IAD, presenting a thorough examination of both its historical and current research contexts. …”
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The main drivers of labour cost dynamics in Central and Eastern European countries by Maria Denisa VASILESCU, Larisa STĂNILĂ, Amalia CRISTESCU, Maria Berta BELU, Silvana CRIVOI

“…Labour costs are a fundamental component of production expenses, significantly impacting both the quantity and quality of output. In the current European economic context marked by significant price increases, the paper aimed to empirically investigate the relationship between inflation and labour costs in the short and medium term. …”
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Plasma-activated water promotes and finely tunes arbuscular mycorrhizal symbiosis in Lotus japonicus by Filippo Binci, Enrico Cortese, Erfan Nouri, Arianna Capparotto, Giacomo Guarneri, Alessio G. Settimi, Manuele Dabalà, Vanni Antoni, Andrea Squartini, Marco Giovannetti, Lorella Navazio

“…In plant biology, PAW has been shown to enhance seed germination, plant growth, and plant resilience against biotic and abiotic stresses. Despite increasing knowledge of the beneficial effects exerted by PAW on plants, little information is currently available about how this emerging technology may affect mutualistic plant-microbe interactions in the rhizosphere. …”
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Determinant Factors of Green Marketing Adoption in the Hospitality Sector by Liviu B. Vlad, Dragoş C. Vasile, Octav-Ionuţ Macovei, Claudia E. Ţuclea

“…Green marketing is falling into the category of answers provided by the business world to the requirement to combine the economic development with the preservation of natural resources which represents a pressing concern of the modern times. In this context, the hospitality sector is facing as well an increasing pressure to pay attention to environmental issues, hotel organizations are increasingly tending to use environmentally friendly products and services, and to implement programs to manage energy and water consumption and waste. …”
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Administrative and legal regulation of urban planning activities of local government bodies by O. Artemenko, V. Yatsenko

“…The conducted research confirms that the implementation of strategic environmental assessment (SEA) should not only ensure compliance with legislative requirements but also fulfil a predictive function in assessing risks to the environment and public health. In the current context of increasing anthropogenic pressure, urbanisation stress, and environmental challenges caused by the consequences of war, such assessment is a key element in ensuring the sustainable development of territories. …”
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Global and regional trends of the century+ in the Middle East: A new interpretation by V. А. Kuznetsov, V. V. Naumkin

“…The second section analyzes current trends in regional development. It shows that though the most acute regional conflicts in the MENA region are gradually de-escalating, centrifugal tendencies are becoming more evident, as heterogeneity of political systems and regimes increases. …”
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The experience of diagnosing the personnel potential of the theater: Approaches to analysis and development opportunities by Ol'ga M. Trofimova, Viktoriya V. Yurusova

“…The article presents the results of a study of the personnel potential of the cultural institution of the KOGAUK "Kirov Drama Theater" in the context of increasing the efficiency of the theater and the development of areas for its improvement. …”
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高敏感特質中高齡學習者面對數位學習壓力及疫情焦慮之學習滿意度與後疫情調適：復原力之中介效果 Learning Satisfaction and Post-Pandemic Adaptation in Highly Sensitive Middle-aged and Elderly Learners in the Face of Digital Learni... by 王雅鈴 Ya-Ling Wang, 張伶瑜 Lin-Yu Chang, 羅淇文 Chi-Wen Luo, 林郁文 Yu-Wen Lin

“…In 2020, due to the COVID-19 pandemic, the number of people suffering from depression increased by 25.6% globally (Santomauro et al., 2021). …”
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My back: co-designing municipal rehabilitation with and for individuals with long-lasting back problems: study protocol by Tina Junge, P. Kjaer

“…Therefore, the Municipality of Svendborg, the University of Southern Denmark, and UCL University College aim to co-design an improved municipal rehabilitation program with and for individuals with back problems, within the existing municipal context. The new practices developed in the program seek to better support individuals to manage everyday life with back problems, develop effective rehabilitation practices, and decrease the associated municipal costs. …”
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Driving Factors of Urban–Rural Human Settlement Changes and a Multi-Scenario Simulation Based on SDGs by Yang Ye, Yantong Liu, Jingyi Liu, Zhiyi Weng, Ziyao Chang, Xiong Li

“…Human settlements are composed of “production–living–ecological” spaces (PLESs), where changes result from the combined influence of natural and socioeconomic factors. Currently, the spatiotemporal patterns of PLES and their driving factors, along with their compatibility with sustainable development goals (SDGs), remain unclear. …”
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Optimizing influenza vaccine allocation by age using cost-effectiveness analysis: A comparison of 6720 vaccination program scenarios in children and adults in Belgium by Regina Manansala, Joke Bilcke, Lander Willem, Niel Hens, Philippe Beutels

“…Results: Of all the vaccination options considered, over 90 % dominated the current Belgian vaccination strategy in terms of cost-effectiveness. …”
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How to put forest and conservation genomics into motion for and with Indigenous communities? by Lyne Touchette, Jean-Michel Beaudoin, Nathalie Isabel, Nancy Gélinas, Ilga Porth

“…Sustainable management and conservation (SMC) projects for natural resources in collaboration with Indigenous Peoples using a genomics approach are increasing in number. Information and tools/applications derived from genomics can be useful to them, particularly in the context of climate change. …”
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Tax Exemptions and R;D Expenditures in Iran Saeed Dorokhshi Moghaddam by Saeed Dorokhshi Moghaddam, Bahram Sahabi, Hassan Heydari, Sajad Barkhordari

“…Aim and Introduction The belief that innovation is a crucial factor in driving economic growth has led governments worldwide to increase investment in research and development (R&D). …”
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